Project Overview

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Project Statement

Through this analysis, we found that Miami students who have had internships have higher job placement rates than those who have not had internships.

Data Overview

  • Annually, the FSB conducts a senior survey of graduates to learn about their employment status.
  • Information is verified using LinkedIn and employer survey data.
  • The provided data (‘FSB_BI_Survey_2019_2021.rds’) includes graduates’ information from 2019, 2020, and 2021.
  • The data is merged from two sources: the senior survey and the Miami University database.
  • The dataset underwent extensive cleaning and preparation to focus on relevant data points.

Project Goals

  • Determine the correlation between student internships and job placement at the Farmer School of Business.
  • Utilize data from Mr. Kirk Bogard to conduct graphical analysis for insights.
  • Create visualizations to help students, career services staff, and prospective donors understand the impact of internships on post-graduate job placement.
  • Primary goals:
    • Analyze the relationship between internships and post-grad job placement.
    • Communicate the results in an easily understandable format to convey the findings accurately.

Insights

  • Internship Connection with Job Placement:
    • The majority of students (1966 out of 2182 students) had at least one internship during their college career.
    • Of those 1966 students, 1649 received at least one job offer.
    • Even among the students without internships, 107 of them received a job offer, while 109 didn’t.
  • Key Findings:
    • Most FSB students have internships during their undergraduate studies.
    • Students with internships have a significantly higher likelihood of receiving job offers.
  • Data Exploration:
    • This dashboard explores the relationship between internships and job offers.
    • Additionally, it delves into how these variables affect different majors.
    • Similar trends are observed across all majors.

Survey Overview

Overview of survey responses

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Usable Response Rate

Usable Responses

2182

Internship Count

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Internship Rate by Primary Major

Offer Rate by Primary Major

Analysis Results

Column

Job Offer Counts vs Internship Status

Job Offer Counts

Column

Job Offers vs Internships by Major

Session Info

sessionInfo()
R version 4.3.1 (2023-06-16 ucrt)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 11 x64 (build 22621)

Matrix products: default


locale:
[1] LC_COLLATE=English_United States.utf8 
[2] LC_CTYPE=English_United States.utf8   
[3] LC_MONETARY=English_United States.utf8
[4] LC_NUMERIC=C                          
[5] LC_TIME=English_United States.utf8    

time zone: America/New_York
tzcode source: internal

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] gridExtra_2.3       DT_0.30             fontawesome_0.5.2  
 [4] flexdashboard_0.6.2 plotly_4.10.2       lubridate_1.9.2    
 [7] forcats_1.0.0       stringr_1.5.0       dplyr_1.1.2        
[10] purrr_1.0.2         readr_2.1.4         tidyr_1.3.0        
[13] tibble_3.2.1        ggplot2_3.4.3       tidyverse_2.0.0    
[16] pacman_0.5.1       

loaded via a namespace (and not attached):
 [1] sass_0.4.7        utf8_1.2.3        generics_0.1.3    stringi_1.7.12   
 [5] hms_1.1.3         digest_0.6.33     magrittr_2.0.3    evaluate_0.21    
 [9] grid_4.3.1        timechange_0.2.0  fastmap_1.1.1     jsonlite_1.8.7   
[13] httr_1.4.7        fansi_1.0.4       crosstalk_1.2.0   viridisLite_0.4.2
[17] scales_1.2.1      lazyeval_0.2.2    jquerylib_0.1.4   cli_3.6.1        
[21] rlang_1.1.1       ellipsis_0.3.2    munsell_0.5.0     withr_2.5.0      
[25] cachem_1.0.8      yaml_2.3.7        tools_4.3.1       tzdb_0.4.0       
[29] memoise_2.0.1     colorspace_2.1-0  vctrs_0.6.3       R6_2.5.1         
[33] lifecycle_1.0.3   htmlwidgets_1.6.2 pkgconfig_2.0.3   pillar_1.9.0     
[37] bslib_0.5.1       gtable_0.3.4      glue_1.6.2        data.table_1.14.8
[41] xfun_0.40         tidyselect_1.2.0  rstudioapi_0.15.0 knitr_1.43       
[45] htmltools_0.5.6   labeling_0.4.3    rmarkdown_2.24    compiler_4.3.1